And, Obama's watched as Secretary of State Hillary Clinton, without question the most high profile member of his Cabinet, Labor Secretary Hilda Solis and Environmental Protection Agency Administrator Lisa Jackson have headed for the exits. (Check out this handy dandy interactive to keep track of all the comings and goings of Obama's Cabinet.)

So, does President Obama have a woman problem in his Cabinet? Or is this just a trumped-up media storyline?

At first glance, it would appear that President Obama's woman problem is overblown. Aside from Bill Clinton in his second term, no president dating back to Ford had a higher percentage of women in Cabinet and Cabinet-level jobs than Obama in his first term. The 36 percent of women in Cabinet and Cabinet-level jobs during Obama's first term nearly doubles the 19 percent who served in the first term of George W. Bush.

Of course, numbers in a chart can only tell you so much. The reality is that all Cabinet jobs are not created equal. The big four -- Defense, State, Treasury and Justice -- matter more because they touch so many different and important parts of an Administration. And, the big four -- at least at the start of President Obama's second term -- are all men.

Whether President Obama has a woman problem in his Cabinet then depends on your perspective. Is it more important to have females in those big four jobs or at near-record highs as a percentage of all Cabinet and Cabinet-level officials in an Administration? And, why can't it be a both/and?